Computer vision (電腦視覺)

Document Layout Analysis (文件結構分析)


Minghao Li, Tengchao Lv, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li and Furu Wei, "TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models", arXiv preprint, arXiv:2109.10282, 2021. --- PaperWithCode

Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu and Furu Wei, "LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking", arXiv preprint, arXiv:2204.08387, 2022. --- PaperWithCode

Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang and Furu Wei, "DiT: Self-supervised Pre-training for Document Image Transformer", arXiv preprint, arXiv:2203.02378, 2022. --- PaperWithCode

DeepFake Detection (深度偽造偵測)


H. Zhao, et al., "Multi-attentional Deepfake Detection", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, Nashville, TN, USA, 2021, pp. 2185-2194. --- PaperWithCode

Sun, Zekun and Han, Yujie and Hua, Zeyu and Ruan, Na and Jia, Weijia, "Improving the Efficiency and Robustness of Deepfakes Detection through Precise Geometric Features", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. --- PaperWithCode

Xiangyu Zhu, Hao Wang, Hongyan Fei, Zhen Lei, and Stan Z. Li, "Face Forgery Detection by 3D Decomposition", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. --- PaperWithCode